Pub Date : 2024-12-20DOI: 10.1016/j.echo.2024.11.016
Joseph M Stidham, Sarah LaBarge, Jennifer H Huang, Lars Grosse-Wortmann, Patrick D Evers
{"title":"Quantification of Lung Perfusion by a Novel Echocardiographic Approach in Pediatric Pulmonary Vein Stenosis.","authors":"Joseph M Stidham, Sarah LaBarge, Jennifer H Huang, Lars Grosse-Wortmann, Patrick D Evers","doi":"10.1016/j.echo.2024.11.016","DOIUrl":"10.1016/j.echo.2024.11.016","url":null,"abstract":"","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142878448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-18DOI: 10.1016/j.echo.2024.11.015
Nicola Benjamin, Veronika Schiffer, Carolin Resag, Panagiota Xanthouli, Moritz Braun, Satenik Harutyunova, Christina A Eichstaedt, Benjamin Egenlauf, Alberto M Marra, Eduardo Bossone, Antonio Cittadini, David G Kiely, Ekkehard Grünig
Background: In healthy subjects, sex differences in right heart function have been detected for various echocardiographic parameters. The objective of this study was to investigate sex differences in echocardiographic European Society of Cardiology (ESC)/European Respiratory Society (ERS) risk stratification parameters and their impact on survival estimation in patients with pulmonary arterial hypertension (PAH).
Methods: In this retrospective, cross-sectional study with a mean follow-up time of 3.2 ± 2.65 years (median, 2.78 years), clinical parameters including right atrial (RA) area, right ventricular area, and tricuspid annular plane systolic excursion (TAPSE) divided by systolic pulmonary artery pressure (sPAP) were assessed. Thresholds of ESC/ERS risk stratification were compared using multivariable Cox regression analysis.
Results: Of 748 patients with PAH (mean age, 65 ± 15 years; 63% women), men had significantly larger right heart size than women (RA area 21.76 ± 7.64 vs 17.65 ± 6.82 cm2, P < .001; right ventricular area 24.02 ± 7.15 cm2 vs 18.41 ± 5.75 cm2, P < .001). This difference was consistent throughout all World Health Organization functional classes and cardiac index risk groups, except for the RA area in the cardiac index high-risk group and World Health Organization functional class IV. On multivariable analysis, indexed values showed more pronounced differences for age-adjusted survival analysis compared with ESC/ERS risk stratification thresholds. TAPSE/sPAP showed no significant sex differences, which makes this parameter a robust prognostic predictor.
Conclusions: This is the first study focusing on sex differences in right heart size obtained by echocardiography in patients with PAH. For risk stratification indexing RA area to body surface area could be more reflective of body composition. In contrast, TAPSE/sPAP values were not sex dependent and were a robust prognostic factor in patients with PAH.
背景:在健康受试者中,各种超声心动图参数已经检测到右心功能的性别差异。研究问题:本研究的目的是探讨肺动脉高压(PAH)患者超声心动图ESC/ERS风险分层参数的性别差异及其对生存估计的影响。研究设计和方法:在这项回顾性横断面研究中,平均随访时间为3.2±2.65(中位2.78)年,评估临床参数,包括右心房(RA)、右心室(RV)面积和三尖瓣环平面收缩偏移(TAPSE),并以收缩期肺动脉压(sPAP)划分。采用多变量Cox回归分析比较ESC/ERS风险分层阈值。结果:748例PAH患者(平均年龄65±15岁,63%为女性),男性右心尺寸明显大于女性(RA面积21.76±7.64 cm2 vs. 17.65±6.82 cm2, p2 vs. 18.41±5.75 cm2)。结论:本研究首次关注超声心动图在PAH患者右心尺寸的性别差异。对于风险分层,ra面积与体表面积的指标化更能考虑到身体成分。相比之下,TAPSE/sPAP值与性别无关,是PAH的一个可靠的预后因素。
{"title":"Sex-Specific Differences in Echocardiographic Parameters of Risk Stratification in Pulmonary Arterial Hypertension.","authors":"Nicola Benjamin, Veronika Schiffer, Carolin Resag, Panagiota Xanthouli, Moritz Braun, Satenik Harutyunova, Christina A Eichstaedt, Benjamin Egenlauf, Alberto M Marra, Eduardo Bossone, Antonio Cittadini, David G Kiely, Ekkehard Grünig","doi":"10.1016/j.echo.2024.11.015","DOIUrl":"10.1016/j.echo.2024.11.015","url":null,"abstract":"<p><strong>Background: </strong>In healthy subjects, sex differences in right heart function have been detected for various echocardiographic parameters. The objective of this study was to investigate sex differences in echocardiographic European Society of Cardiology (ESC)/European Respiratory Society (ERS) risk stratification parameters and their impact on survival estimation in patients with pulmonary arterial hypertension (PAH).</p><p><strong>Methods: </strong>In this retrospective, cross-sectional study with a mean follow-up time of 3.2 ± 2.65 years (median, 2.78 years), clinical parameters including right atrial (RA) area, right ventricular area, and tricuspid annular plane systolic excursion (TAPSE) divided by systolic pulmonary artery pressure (sPAP) were assessed. Thresholds of ESC/ERS risk stratification were compared using multivariable Cox regression analysis.</p><p><strong>Results: </strong>Of 748 patients with PAH (mean age, 65 ± 15 years; 63% women), men had significantly larger right heart size than women (RA area 21.76 ± 7.64 vs 17.65 ± 6.82 cm<sup>2</sup>, P < .001; right ventricular area 24.02 ± 7.15 cm<sup>2</sup> vs 18.41 ± 5.75 cm<sup>2</sup>, P < .001). This difference was consistent throughout all World Health Organization functional classes and cardiac index risk groups, except for the RA area in the cardiac index high-risk group and World Health Organization functional class IV. On multivariable analysis, indexed values showed more pronounced differences for age-adjusted survival analysis compared with ESC/ERS risk stratification thresholds. TAPSE/sPAP showed no significant sex differences, which makes this parameter a robust prognostic predictor.</p><p><strong>Conclusions: </strong>This is the first study focusing on sex differences in right heart size obtained by echocardiography in patients with PAH. For risk stratification indexing RA area to body surface area could be more reflective of body composition. In contrast, TAPSE/sPAP values were not sex dependent and were a robust prognostic factor in patients with PAH.</p>","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142873296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-17DOI: 10.1016/j.echo.2024.11.011
Weiting Huang, James Hodovan, Avneesh Sharma, Matteo Morello, Onur Varli, Bethany Gholson, Jonathan R Lindner
Background: When assessing right ventricular (RV) function by echocardiography, some discordance between the deformational indices is predicted on the basis of the influence of RV length. RV free wall longitudinal strain (RVFWS) is relatively independent of RV length, whereas tricuspid annular plane systolic excursion (TAPSE) reflects the strain-length product. Systolic annular velocity (s'; distance over time) is also likely to be influenced by length. The aim of this study was to test the hypothesis that indexing TAPSE and s' to RV length would lead to better congruency with RVFWS.
Methods: Two separate cohorts were identified from retrospective data: (1) subjects with normal cardiac function (n = 75) and (2) a cohort with high likelihood of potential RV dysfunction determined by the study indication of either pulmonary hypertension or pulmonary embolism (n = 50). RV functional indices of TAPSE, RV s', RVFWS, and fractional area change were verified and remeasured by an expert. Correlations and concordance maps between RVFWS and either TAPSE or RV s' were made with and without indexing the latter measurements to RV length. Predictive accuracy for detecting abnormal RVFWS were made using receiver operating characteristics analysis.
Results: In normal subjects, indexing either TAPSE or RV s' to RV length led to an improvement in the correlation coefficient (from 0.59 to 0.68 for TAPSE, from 0.41 to 0.58 for RV s') and the variance (F statistic from 64.9 to 105.3 for TAPSE from 24.7 to 63.9 for RV s') for correlations with RVFWS. In all subjects, categorical concordance with RVFWS was improved by indexing TAPSE and s' to RV length primarily because of correction of underperformance to detect abnormal RVFWS in subjects with long RV length and better discrimination as normal for subjects with short RV length. Indexing to RV length improved the C statistic for detecting abnormal RVFWS for both TAPSE (0.80 vs 0.87, P = .03) and RV s' (0.65 vs 0.77, P = .002).
Conclusions: Indexing TAPSE and RV s' to RV length improves concordance of these deformational measurements with RVFWS and their ability to classify those with RV dysfunction according to RVFWS. Indexing TAPSE and RV s' to length is particularly effective for interpreting paradoxical information such as low TAPSE and s' in normal patients with short RV length and those with increased RV length who have normal TAPSE and s' values but other evidence of RV dysfunction.
{"title":"Impact of Length Indexing of Deformation in Echocardiographic Evaluation of Right Ventricular Function.","authors":"Weiting Huang, James Hodovan, Avneesh Sharma, Matteo Morello, Onur Varli, Bethany Gholson, Jonathan R Lindner","doi":"10.1016/j.echo.2024.11.011","DOIUrl":"10.1016/j.echo.2024.11.011","url":null,"abstract":"<p><strong>Background: </strong>When assessing right ventricular (RV) function by echocardiography, some discordance between the deformational indices is predicted on the basis of the influence of RV length. RV free wall longitudinal strain (RVFWS) is relatively independent of RV length, whereas tricuspid annular plane systolic excursion (TAPSE) reflects the strain-length product. Systolic annular velocity (s'; distance over time) is also likely to be influenced by length. The aim of this study was to test the hypothesis that indexing TAPSE and s' to RV length would lead to better congruency with RVFWS.</p><p><strong>Methods: </strong>Two separate cohorts were identified from retrospective data: (1) subjects with normal cardiac function (n = 75) and (2) a cohort with high likelihood of potential RV dysfunction determined by the study indication of either pulmonary hypertension or pulmonary embolism (n = 50). RV functional indices of TAPSE, RV s', RVFWS, and fractional area change were verified and remeasured by an expert. Correlations and concordance maps between RVFWS and either TAPSE or RV s' were made with and without indexing the latter measurements to RV length. Predictive accuracy for detecting abnormal RVFWS were made using receiver operating characteristics analysis.</p><p><strong>Results: </strong>In normal subjects, indexing either TAPSE or RV s' to RV length led to an improvement in the correlation coefficient (from 0.59 to 0.68 for TAPSE, from 0.41 to 0.58 for RV s') and the variance (F statistic from 64.9 to 105.3 for TAPSE from 24.7 to 63.9 for RV s') for correlations with RVFWS. In all subjects, categorical concordance with RVFWS was improved by indexing TAPSE and s' to RV length primarily because of correction of underperformance to detect abnormal RVFWS in subjects with long RV length and better discrimination as normal for subjects with short RV length. Indexing to RV length improved the C statistic for detecting abnormal RVFWS for both TAPSE (0.80 vs 0.87, P = .03) and RV s' (0.65 vs 0.77, P = .002).</p><p><strong>Conclusions: </strong>Indexing TAPSE and RV s' to RV length improves concordance of these deformational measurements with RVFWS and their ability to classify those with RV dysfunction according to RVFWS. Indexing TAPSE and RV s' to length is particularly effective for interpreting paradoxical information such as low TAPSE and s' in normal patients with short RV length and those with increased RV length who have normal TAPSE and s' values but other evidence of RV dysfunction.</p>","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142865891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-16DOI: 10.1016/j.echo.2024.12.008
Zachary Barrett-O'Keefe, Chera L Maarouf, Jessica A Narum, Timothy J Fuller, James M Welper, William R Miranda, C Charles Jain, Heidi M Connolly, Luke J Burchill, Alexander C Egbe
Exercise intolerance is a hallmark symptom in adults with tetralogy of Fallot (TOF). This may be attributed to impairments in right ventricular (RV) function, augmentation in RV load, and their effect on left ventricular (LV) hemodynamics. To elucidate these mechanisms, we examined oxygen uptake (VO2) and cardiac hemodynamics in TOF and healthy controls at rest and during exercise. At peak exercise, VO2 was lower in TOF. This was partially attributed to lower heart rate in conjunction with a blunted exercise-induced change in LV stroke volume from rest to compensate for the chronotropic incompetence. Additionally, at peak exercise, pulmonary-RV was higher in TOF. Additionally, at peak exercise, in TOF, pulmonary-RV coupling negatively correlated with VO2 , changes in LV end-diastolic volume, and changes in LV SV from rest. These findings reveal the reliance of LV hemodynamics on the interplay between RV systolic load and function during exercise in TOF.
运动不耐受是成人修复法洛四联症(TOF)的一个标志性症状。这可能是由于疾病相关的右心室收缩功能损害,右心室负荷增加,以及它们对左心室血流动力学改变的综合影响。为了进一步阐明这些机制,我们通过间接量热法和超声心动图检测了34名TOF(48±14岁)和29名健康对照(41±15岁)在休息和运动时的摄氧量(VO2)和心脏血流动力学。在运动高峰时,TOF组的VO2 (VO2峰值)比对照组低15% (P < 0.001)。这部分归因于15%的心率降低(P < 0.001),以及运动引起的左室卒中容积(SV)的钝化变化(与对照组相比,TOF降低58%,P = 0.015),以补偿变时能力不足。肺动脉-右心室(P-RV)耦合是衡量右心室收缩负荷与右心室收缩功能指标的指标,与对照组相比,TOF患者在运动高峰时的肺动脉-右心室耦合比对照组高75% (P < 0.001)。此外,在TOF中,运动峰值时的P- rv耦合与VO2峰值(R = -0.65, P < 0.001)、左室舒张末期容积变化(R = -0.50, P < 0.001)和休息时的左室SV变化(R = -0.56, P < 0.001)呈负相关。这些发现揭示了TOF患者运动时左室血流动力学依赖于右室收缩负荷和功能之间的相互作用,并进一步阐明了导致该患者组有氧能力明显受损的潜在心血管机制。
{"title":"The Right Ventricle and Exercise Capacity in Adults with Repaired Tetralogy of Fallot: Passive Bystander or Active Participant?","authors":"Zachary Barrett-O'Keefe, Chera L Maarouf, Jessica A Narum, Timothy J Fuller, James M Welper, William R Miranda, C Charles Jain, Heidi M Connolly, Luke J Burchill, Alexander C Egbe","doi":"10.1016/j.echo.2024.12.008","DOIUrl":"10.1016/j.echo.2024.12.008","url":null,"abstract":"<p><p>Exercise intolerance is a hallmark symptom in adults with tetralogy of Fallot (TOF). This may be attributed to impairments in right ventricular (RV) function, augmentation in RV load, and their effect on left ventricular (LV) hemodynamics. To elucidate these mechanisms, we examined oxygen uptake (VO<sub>2</sub>) and cardiac hemodynamics in TOF and healthy controls at rest and during exercise. At peak exercise, VO<sub>2</sub> was lower in TOF. This was partially attributed to lower heart rate in conjunction with a blunted exercise-induced change in LV stroke volume from rest to compensate for the chronotropic incompetence. Additionally, at peak exercise, pulmonary-RV was higher in TOF. Additionally, at peak exercise, in TOF, pulmonary-RV coupling negatively correlated with VO<sub>2</sub> , changes in LV end-diastolic volume, and changes in LV SV from rest. These findings reveal the reliance of LV hemodynamics on the interplay between RV systolic load and function during exercise in TOF.</p>","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142856528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-15DOI: 10.1016/j.echo.2024.12.005
Jwan A Naser, Serena J Rahme, Hossam Ibrahim, Christopher G Scott, Hector I Michelena, Barry A Borlaug, Austin M Kennedy, Mackram F Eleid, Vuyisile T Nkomo, Patricia A Pellikka, Maurice Enriquez-Sarano, Sorin V Pislaru
{"title":"Role of Quantitative Assessment of Atrial Functional Mitral Regurgitation.","authors":"Jwan A Naser, Serena J Rahme, Hossam Ibrahim, Christopher G Scott, Hector I Michelena, Barry A Borlaug, Austin M Kennedy, Mackram F Eleid, Vuyisile T Nkomo, Patricia A Pellikka, Maurice Enriquez-Sarano, Sorin V Pislaru","doi":"10.1016/j.echo.2024.12.005","DOIUrl":"10.1016/j.echo.2024.12.005","url":null,"abstract":"","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142839644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-15DOI: 10.1016/j.echo.2024.12.007
Yi Wang, Qingfeng Zhang, Kai Wang, Sijia Wang, Yong Jing, Shiyin Chen, Lan Shang, Chunmei Li, Yan Deng, Yun Xu, Lixue Yin
Background: Exposure to high altitude may unpredictably lead to acute mountain sickness (AMS). The purpose of this study was to identify the predictors of AMS at low altitude using exercise stress echocardiography (ESE).
Methods: A total of 40 healthy adults were enrolled and underwent comprehensive supine bicycle ESE at low altitude, including pulmonary vascular resistance (PVR), right ventricular area index at the end of diastole, B-lines, and inferior vena cava (IVC) diameter. All subjects ascended to 3,600 m within 24 hours. The risk factors for AMS were screened using least absolute shrinkage and selection operator regression analysis. A novel nomogram model was then established using multivariable logistic regression analysis, and a clinical impact curve was constructed.
Results: At the altitude of 3,600 m, 20 of 40 subjects had AMS (AMS group). On least absolute shrinkage and selection operator regression analyses, PVR, IVC, and B-lines at peak exercise were all independent factors influencing AMS. The nomogram built on the basis of these factors predicted AMS with sensitivity of 0.950 and specificity of 0.804, which outperformed the individual predictive C indexes of each indicator (nomogram: cutoff, 59.3; area under the curve [AUC], 0.90 [95% CI, 0.80-1.00]; PVR at peak exercise: cutoff, 1.55; AUC, 0.81 [95% CI, 0.70-0.91]; B-lines at peak exercise: cutoff, 1; AUC, 0.78 [95% CI, 0.69-0.92]; IVC at peak exercise: cutoff, 13.8; AUC, 0.74 [95% CI, 0.65-0.87]). The established model was validated by plotting the clinical decision curve analysis and clinical impact curve.
Conclusions: Supine bicycle ESE is a useful technique to identify subjects susceptible to AMS. This study established a nomogram to predict the development to AMS with high discrimination and accuracy.
{"title":"Supine Bicycle Stress Echocardiography at Low Altitude for Identification of Susceptibility to Acute Mountain Sickness.","authors":"Yi Wang, Qingfeng Zhang, Kai Wang, Sijia Wang, Yong Jing, Shiyin Chen, Lan Shang, Chunmei Li, Yan Deng, Yun Xu, Lixue Yin","doi":"10.1016/j.echo.2024.12.007","DOIUrl":"10.1016/j.echo.2024.12.007","url":null,"abstract":"<p><strong>Background: </strong>Exposure to high altitude may unpredictably lead to acute mountain sickness (AMS). The purpose of this study was to identify the predictors of AMS at low altitude using exercise stress echocardiography (ESE).</p><p><strong>Methods: </strong>A total of 40 healthy adults were enrolled and underwent comprehensive supine bicycle ESE at low altitude, including pulmonary vascular resistance (PVR), right ventricular area index at the end of diastole, B-lines, and inferior vena cava (IVC) diameter. All subjects ascended to 3,600 m within 24 hours. The risk factors for AMS were screened using least absolute shrinkage and selection operator regression analysis. A novel nomogram model was then established using multivariable logistic regression analysis, and a clinical impact curve was constructed.</p><p><strong>Results: </strong>At the altitude of 3,600 m, 20 of 40 subjects had AMS (AMS group). On least absolute shrinkage and selection operator regression analyses, PVR, IVC, and B-lines at peak exercise were all independent factors influencing AMS. The nomogram built on the basis of these factors predicted AMS with sensitivity of 0.950 and specificity of 0.804, which outperformed the individual predictive C indexes of each indicator (nomogram: cutoff, 59.3; area under the curve [AUC], 0.90 [95% CI, 0.80-1.00]; PVR at peak exercise: cutoff, 1.55; AUC, 0.81 [95% CI, 0.70-0.91]; B-lines at peak exercise: cutoff, 1; AUC, 0.78 [95% CI, 0.69-0.92]; IVC at peak exercise: cutoff, 13.8; AUC, 0.74 [95% CI, 0.65-0.87]). The established model was validated by plotting the clinical decision curve analysis and clinical impact curve.</p><p><strong>Conclusions: </strong>Supine bicycle ESE is a useful technique to identify subjects susceptible to AMS. This study established a nomogram to predict the development to AMS with high discrimination and accuracy.</p>","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142848329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-14DOI: 10.1016/j.echo.2024.11.014
Samy Aghezzaf, Augustin Coisne, Kenza Hamzi, Solenn Toupin, Claire Bouleti, Charles Fauvel, Jean-Baptiste Brette, David Montaigne, Reza Rossanaly Vasram, Antonin Trimaille, Gilles Lemesle, Guillaume Schurtz, Edouard Gerbaud, Clément Delmas, Marc Bedossa, Jean-Claude Dib, Vincent Roule, Etienne Puymirat, Martine Gilard, Marouane Boukhris, Nicolas Mansencal, Nabil Bouali, Stephane Andrieu, Trecy Gonçalves, Jean-Guillaume Dillinger, Patrick Henry, Theo Pezel
Introduction: The risk stratification at admission to the intensive cardiac care unit (ICCU) is crucial and remains challenging.
Objectives: We aimed to investigate the accuracy of a machine learning (ML)-model based on initial transthoracic echocardiography (TTE) to predict in-hospital major adverse events (MAEs) in a broad spectrum of patients admitted to ICCU.
Methods: All consecutive patients hospitalized in ICCUs with a complete TTE performed within the first 24 hours of admission were included in this prospective multicenter study (39 centers). Sixteen TTE parameters were evaluated. The ML model involved automated feature selection by random survival forest and model building with an extreme gradient boosting (XGBoost) algorithm. The primary outcome was in-hospital MAEs defined as all-cause death, resuscitated cardiac arrest, or cardiogenic shock.
Results: Of 1,499 consecutive patients (63 ± 15 years, 70% male), MAEs occurred in 67 patients (4.5%). The 5 TTE parameters selected in the model were left ventricular outflow tract velocity-time integral, E/e' ratio, systolic pulmonary artery pressure, tricuspid annular plane systolic excursion, and left ventricular ejection fraction. Using the XGBoost, the ML model exhibited a higher area under the receiver operating curve compared with any existing scores (ML model, 0.83 vs logistic regression, 0.76, ACUTE-HF score:,0.66; thrombolysis in myocardial infarction score, 0.60; Global Registry of Acute Coronary Events score, 0.58, all P < .001). The ML model had an incremental prognostic value for predicting MAE over a traditional model including clinical and biological data (C index 0.80 vs 0.73, P = .012; chi-square 59.7 vs 32.4; P < .001).
Conclusion: The ML model based on initial TTE exhibited a higher prognostic value to predict in-hospital MAEs compared with existing scores or clinical and biological data in the ICCU.
{"title":"Utility of an Echocardiographic Machine Learning Model to Predict Outcomes in Intensive Cardiac Care Unit Patients.","authors":"Samy Aghezzaf, Augustin Coisne, Kenza Hamzi, Solenn Toupin, Claire Bouleti, Charles Fauvel, Jean-Baptiste Brette, David Montaigne, Reza Rossanaly Vasram, Antonin Trimaille, Gilles Lemesle, Guillaume Schurtz, Edouard Gerbaud, Clément Delmas, Marc Bedossa, Jean-Claude Dib, Vincent Roule, Etienne Puymirat, Martine Gilard, Marouane Boukhris, Nicolas Mansencal, Nabil Bouali, Stephane Andrieu, Trecy Gonçalves, Jean-Guillaume Dillinger, Patrick Henry, Theo Pezel","doi":"10.1016/j.echo.2024.11.014","DOIUrl":"10.1016/j.echo.2024.11.014","url":null,"abstract":"<p><strong>Introduction: </strong>The risk stratification at admission to the intensive cardiac care unit (ICCU) is crucial and remains challenging.</p><p><strong>Objectives: </strong>We aimed to investigate the accuracy of a machine learning (ML)-model based on initial transthoracic echocardiography (TTE) to predict in-hospital major adverse events (MAEs) in a broad spectrum of patients admitted to ICCU.</p><p><strong>Methods: </strong>All consecutive patients hospitalized in ICCUs with a complete TTE performed within the first 24 hours of admission were included in this prospective multicenter study (39 centers). Sixteen TTE parameters were evaluated. The ML model involved automated feature selection by random survival forest and model building with an extreme gradient boosting (XGBoost) algorithm. The primary outcome was in-hospital MAEs defined as all-cause death, resuscitated cardiac arrest, or cardiogenic shock.</p><p><strong>Results: </strong>Of 1,499 consecutive patients (63 ± 15 years, 70% male), MAEs occurred in 67 patients (4.5%). The 5 TTE parameters selected in the model were left ventricular outflow tract velocity-time integral, E/e' ratio, systolic pulmonary artery pressure, tricuspid annular plane systolic excursion, and left ventricular ejection fraction. Using the XGBoost, the ML model exhibited a higher area under the receiver operating curve compared with any existing scores (ML model, 0.83 vs logistic regression, 0.76, ACUTE-HF score:,0.66; thrombolysis in myocardial infarction score, 0.60; Global Registry of Acute Coronary Events score, 0.58, all P < .001). The ML model had an incremental prognostic value for predicting MAE over a traditional model including clinical and biological data (C index 0.80 vs 0.73, P = .012; chi-square 59.7 vs 32.4; P < .001).</p><p><strong>Conclusion: </strong>The ML model based on initial TTE exhibited a higher prognostic value to predict in-hospital MAEs compared with existing scores or clinical and biological data in the ICCU.</p>","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142839656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-13DOI: 10.1016/j.echo.2024.11.013
Aura Vîjîiac, Sebastian Onciul, Alina Scărlătescu, Cristian Vîjîiac, Maria Dorobanţu, Radu Vătășescu
{"title":"The Prognostic Value of Right Ventricular Dysfunction in Dilated Cardiomyopathy: Superiority of Three-Dimensional Right Ventricular Ejection Fraction Over Conventional Parameters and Over Right Ventriculoarterial Coupling.","authors":"Aura Vîjîiac, Sebastian Onciul, Alina Scărlătescu, Cristian Vîjîiac, Maria Dorobanţu, Radu Vătășescu","doi":"10.1016/j.echo.2024.11.013","DOIUrl":"10.1016/j.echo.2024.11.013","url":null,"abstract":"","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142830524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-11DOI: 10.1016/j.echo.2024.11.012
Alexandra Clement, Denisa Muraru, Samantha Fisicaro, Marco Penso, Michele Tomaselli, Noela Radu, Caterina Delcea, Alexandra S Buta, Valeria Rella, Radu Sascau, Luigi P Badano
Background: In the multiparametric framework for diagnosing atrial secondary tricuspid regurgitation (A-STR), an end-systolic (ES) right atrial (RA)-to-right ventricular (RV) volume or area ratio ≥1.5 supports the diagnosis of A-STR over the ventricular secondary tricuspid regurgitation phenotype (V-STR). However, this threshold value has never been tested.
Methods: A single-center study was conducted, prospectively enrolling consecutive patients with secondary tricuspid regurgitation who underwent two- and three-dimensional echocardiography.
Results: A total of 350 patients were enrolled (mean age, 75 ± 13 years; 65% women). Although patients with A-STR and V-STR presented similar degrees of secondary tricuspid regurgitation and comparable RA size, the ES RA/RV volume ratio was significantly larger in A-STR than in V-STR (1.75 [interquartile range, 1.35-2.45] vs 1.18 [interquartile range, 0.81-1.66], respectively; P < .001). On receiver operating characteristic analysis, the ES RA/RV volume ratio showed a significantly higher predictive power for A-STR (area under the curve [AUC], 0.73; 95% CI, 0.68-0.78) compared with RA maximum volume (AUC, 0.6; 95% CI, 0.54-0.66; P = .01), RA minimum volume (AUC, 0.59; 95% CI, 0.53-0.65; P = .007), and ratio of RA minimum volume to RV end-diastolic volume (AUC, 0.57; 95% CI, 0.51-0.63; P < .001). However, the predictive power of the ES RA/RV volume ratio (AUC, 0.73; 95% CI, 0.68-0.78) and the ES RA/RV area ratio (AUC, 0.76; 95% CI, 0.71-0.81) for the diagnosis of A-STR was similar (P = .58). The threshold value for ES RA/RV volume ratio that best distinguished between A-STR and V-STR was 1.40 (AUC, 0.68; 95% CI, 0.63-0.73), whereas for ES RA/RV area ratio, it was 1.6 (AUC, 0.64; 95% CI, 0.59-0.69). A multivariable model that included either ES RA/RV volume ratio or ES RA/RV area ratio, along with LV ejection fraction, RV ejection fraction, RV ES volume, and pulmonary artery systolic pressure, resulted in an AUC of 0.97 for differentiating between A-STR and V-STR.
Conclusions: ES RA/RV volume ratio ≥ 1.4 and ES RA/RV area ratio ≥ 1.6 support the diagnosis of A-STR over V-STR.
{"title":"Utility of the Ratio Between the Size of the Right Atrium and the Right Ventricle at End-Systole to Diagnose Atrial Secondary Tricuspid Regurgitation.","authors":"Alexandra Clement, Denisa Muraru, Samantha Fisicaro, Marco Penso, Michele Tomaselli, Noela Radu, Caterina Delcea, Alexandra S Buta, Valeria Rella, Radu Sascau, Luigi P Badano","doi":"10.1016/j.echo.2024.11.012","DOIUrl":"10.1016/j.echo.2024.11.012","url":null,"abstract":"<p><strong>Background: </strong>In the multiparametric framework for diagnosing atrial secondary tricuspid regurgitation (A-STR), an end-systolic (ES) right atrial (RA)-to-right ventricular (RV) volume or area ratio ≥1.5 supports the diagnosis of A-STR over the ventricular secondary tricuspid regurgitation phenotype (V-STR). However, this threshold value has never been tested.</p><p><strong>Methods: </strong>A single-center study was conducted, prospectively enrolling consecutive patients with secondary tricuspid regurgitation who underwent two- and three-dimensional echocardiography.</p><p><strong>Results: </strong>A total of 350 patients were enrolled (mean age, 75 ± 13 years; 65% women). Although patients with A-STR and V-STR presented similar degrees of secondary tricuspid regurgitation and comparable RA size, the ES RA/RV volume ratio was significantly larger in A-STR than in V-STR (1.75 [interquartile range, 1.35-2.45] vs 1.18 [interquartile range, 0.81-1.66], respectively; P < .001). On receiver operating characteristic analysis, the ES RA/RV volume ratio showed a significantly higher predictive power for A-STR (area under the curve [AUC], 0.73; 95% CI, 0.68-0.78) compared with RA maximum volume (AUC, 0.6; 95% CI, 0.54-0.66; P = .01), RA minimum volume (AUC, 0.59; 95% CI, 0.53-0.65; P = .007), and ratio of RA minimum volume to RV end-diastolic volume (AUC, 0.57; 95% CI, 0.51-0.63; P < .001). However, the predictive power of the ES RA/RV volume ratio (AUC, 0.73; 95% CI, 0.68-0.78) and the ES RA/RV area ratio (AUC, 0.76; 95% CI, 0.71-0.81) for the diagnosis of A-STR was similar (P = .58). The threshold value for ES RA/RV volume ratio that best distinguished between A-STR and V-STR was 1.40 (AUC, 0.68; 95% CI, 0.63-0.73), whereas for ES RA/RV area ratio, it was 1.6 (AUC, 0.64; 95% CI, 0.59-0.69). A multivariable model that included either ES RA/RV volume ratio or ES RA/RV area ratio, along with LV ejection fraction, RV ejection fraction, RV ES volume, and pulmonary artery systolic pressure, resulted in an AUC of 0.97 for differentiating between A-STR and V-STR.</p><p><strong>Conclusions: </strong>ES RA/RV volume ratio ≥ 1.4 and ES RA/RV area ratio ≥ 1.6 support the diagnosis of A-STR over V-STR.</p>","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142820026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Artificial Intelligence-Based Detection of Tent-Like Signs in Intracardiac Echocardiography to Assist Transseptal Puncture.","authors":"Ruoxi Zhang, Ganjun Zhang, Longjun Li, Simeng Liu, Jihong Zhang, Ligang He","doi":"10.1016/j.echo.2024.11.010","DOIUrl":"10.1016/j.echo.2024.11.010","url":null,"abstract":"","PeriodicalId":50011,"journal":{"name":"Journal of the American Society of Echocardiography","volume":" ","pages":""},"PeriodicalIF":5.4,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142803065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}